← Authors

Aoran Xiao

17 papers · 2021–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (38) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (17) ⚑ Prolific Year (6) πŸ’Ž Century Club (17) πŸ—ƒοΈ Keyword Collector (70) πŸ”₯ Unstoppable (5)

Conferences

CVPR (7) NIPS (4) ICCV (3) ECCV (2) AAAI (1)

Top co-authors

Shijian Lu (17) Dayan Guan (11) Jiaxing Huang (11) Ling Shao (5) Fangneng Zhan (3) Xiaoqin Zhang (3) Yun Xing (3) Kaiwen Cui (3) Ruijie Ren (2) Eric P. Xing (2)

Keywords

semantic segmentation (7) domain adaptation (5) point cloud (4) contrastive learning (3) 3d vision (3) unsupervised domain adaptation (3) image segmentation (2) domain generalization (2) domain-invariant feature (2) autonomous driving (2) representation learning (2) 3d semantic segmentation (2) object detection (1) video segmentation (1) scene understanding (1) adversarial learning (1) 3d scene understanding (1) transfer learning (1) image generation (1) data augmentation (1)

Papers

PacGDC: Label-Efficient Generalizable Depth Completion with Projection Ambiguity and Consistency ICCV 2025
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model ECCV 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining CVPR 2024
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation NIPS 2023
FAC: 3D Representation Learning via Foreground Aware Feature Contrast CVPR 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds CVPR 2023
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation CVPR 2022
Masked Generative Adversarial Networks are Data-Efficient Generation Learners NIPS 2022
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds NIPS 2022
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation AAAI 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022
Bi-Level Feature Alignment for Versatile Image Translation and Manipulation ECCV 2022
Cross-View Regularization for Domain Adaptive Panoptic Segmentation CVPR 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization CVPR 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization ICCV 2021
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking ICCV 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NIPS 2021